Marina Sokolova
Marina Sokolova
Institute for Data Analytics@Dal U and University of Ottawa
Verified email at uottawa.ca - Homepage
Title
Cited by
Cited by
Year
A systematic analysis of performance measures for classification tasks
M Sokolova, G Lapalme
Information processing & management 45 (4), 427-437, 2009
35622009
Beyond accuracy, F-score and ROC: a family of discriminant measures for performance evaluation
M Sokolova, N Japkowicz, S Szpakowicz
Australasian joint conference on artificial intelligence, 1015-1021, 2006
11662006
Learning noun-modifier semantic relations with corpus-based and WordNet-based features
V Nastase, J Sayyad-Shirabad, M Sokolova, S Szpakowicz
AAAI, 781-787, 2006
932006
Learning with Decision Lists of Data-Dependent Features.
M Marchand, M Sokolova, MK Warmuth
Journal of Machine Learning Research 6 (4), 2005
642005
An Effective and Robust Method for Short Text Classification.
V Bobicev, M Sokolova
AAAI, 1444-1445, 2008
552008
Monitoring and recommending privacy settings in social networks
K Ghazinour, S Matwin, M Sokolova
Proceedings of the Joint EDBT/ICDT 2013 Workshops, 164-168, 2013
502013
YOURPRIVACYPROTECTOR, A recommender system for privacy settings in social networks
K Ghazinour, S Matwin, M Sokolova
arXiv preprint arXiv:1602.01937, 2016
462016
Can i hear you? Sentiment analysis on medical forums
T Ali, D Schramm, M Sokolova, D Inkpen
Proceedings of the sixth international joint conference on natural language …, 2013
452013
Learning sentiments from tweets with personal health information
V Bobicev, M Sokolova, Y Jafer, D Schramm
Canadian conference on artificial intelligence, 37-48, 2012
322012
Strategies and language trends in learning success and failure of negotiation
M Sokolova, S Szpakowicz
Group Decision and Negotiation 16 (5), 469-484, 2007
322007
Word2Vec and Doc2Vec in unsupervised sentiment analysis of clinical discharge summaries
Q Chen, M Sokolova
arXiv preprint arXiv:1805.00352, 2018
302018
Classification of emotion words in russian and romanian languages
M Sokolova, V Bobicev
Proceedings of the International Conference RANLP-2009, 416-420, 2009
282009
What sentiments can be found in medical forums?
M Sokolova, V Bobicev
Proceedings of the International Conference Recent Advances in Natural …, 2013
262013
Decision List Machines
ML Sokolova
University of Ottawa, 2001
252001
Inter-Annotator Agreement in Sentiment Analysis: Machine Learning Perspective.
V Bobicev, M Sokolova
RANLP 97, -, 2017
232017
How much do we say? Using informativeness of negotiation text records for early prediction of negotiation outcomes
M Sokolova, G Lapalme
Group Decision and Negotiation 21 (3), 363-379, 2012
232012
Sentiments and Opinions in Health-related Web messages
M Sokolova, V Bobicev
Proceedings of the International Conference Recent Advances in Natural …, 2011
232011
Personal health information leak prevention in heterogeneous texts
M Sokolova, K El Emam, S Rose, S Chowdhury, E Neri, E Jonker, ...
Proceedings of the workshop on adaptation of language resources and …, 2009
232009
Verbs speak loud: Verb categories in learning polarity and strength of opinions
M Sokolova, G Lapalme
Conference of the Canadian Society for Computational Studies of Intelligence …, 2008
222008
Comparative analysis of text data in successful face-to-face and electronic negotiations
M Sokolova, M Shah, S Szpakowicz
Group Decision and Negotiation 15 (2), 127-140, 2006
222006
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Articles 1–20